Short text classification algorithm based on semi-supervised learning and SVM

被引:1
|
作者
Yin, Chunyong [1 ]
Xiang, Jun [1 ]
Zhang, Hui [1 ]
Yin, Zhichao [2 ]
Wang, Jin [1 ]
机构
[1] Jiangsu Key Laboratory of Meteorological Observation and Information Processing, School of Computer and Software, Jiangsu Engineering Center of Network Monitoring, Nanjing University of Information Science and Technology, Nanjing, China
[2] Nanjing No.1 Middle School, Nanjing,Jiangsu, China
关键词
Micro-blog - Pre-Treatment - Real time network - Semi- supervised learning - Semi-supervised learning methods - Short text classifications - Short texts - SVM classifiers;
D O I
10.14257/ijmue.2015.10.12.20
中图分类号
学科分类号
摘要
17
引用
收藏
页码:195 / 206
相关论文
共 50 条
  • [21] Keyword-Based Semi-Supervised Text Classification
    Severin, Karl
    Gokhale, Swapna S.
    Dagnino, Aldo
    [J]. 2019 IEEE 43RD ANNUAL COMPUTER SOFTWARE AND APPLICATIONS CONFERENCE (COMPSAC), VOL 1, 2019, : 417 - 422
  • [22] Semi-Supervised Node Classification Algorithm Based on Hierarchical Contrastive Learning
    Li, Yaqi
    Wang, Jie
    Wang, Feng
    Liang, Jiye
    [J]. Moshi Shibie yu Rengong Zhineng/Pattern Recognition and Artificial Intelligence, 2023, 36 (08): : 712 - 720
  • [23] Classification Risk-Based Semi-supervised Ensemble Learning Algorithm
    He, Yulin
    Zhu, Penghui
    Huang, Zhexue
    Philippe, Fournier-Viger
    [J]. Moshi Shibie yu Rengong Zhineng/Pattern Recognition and Artificial Intelligence, 2024, 37 (04): : 339 - 351
  • [24] An Exploration of Semi-supervised Text Classification
    Lien, Henrik
    Biermann, Daniel
    Palumbo, Fabrizio
    Goodwin, Morten
    [J]. ENGINEERING APPLICATIONS OF NEURAL NETWORKS, EAAAI/EANN 2022, 2022, 1600 : 477 - 488
  • [25] Semi-supervised collaborative text classification
    Jin, Rong
    Wu, Ming
    Sukthankar, Rahul
    [J]. MACHINE LEARNING: ECML 2007, PROCEEDINGS, 2007, 4701 : 600 - +
  • [26] Robust Semi-Supervised Manifold Learning Algorithm for Classification
    Chen, Mingxia
    Wang, Jing
    Li, Xueqing
    Sun, Xiaolong
    [J]. MATHEMATICAL PROBLEMS IN ENGINEERING, 2018, 2018
  • [27] Cooperative Hybrid Semi-Supervised Learning for Text Sentiment Classification
    Li, Yang
    Lv, Ying
    Wang, Suge
    Liang, Jiye
    Li, Juanzi
    Li, Xiaoli
    [J]. SYMMETRY-BASEL, 2019, 11 (02):
  • [28] A semi-supervised SVM learning algorithm for joint feature extraction and classification in brain computer interfaces
    Li, Yuanqing
    Guan, Cuntai
    [J]. 2006 28TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY, VOLS 1-15, 2006, : 354 - 357
  • [29] Semi-Supervised Classification Based on Transformed Learning
    Kang Z.
    Liu L.
    Han M.
    [J]. Jisuanji Yanjiu yu Fazhan/Computer Research and Development, 2023, 60 (01): : 103 - 111
  • [30] Participatory Learning based Semi-supervised Classification
    Deng, Chao
    Guo, Mao-Zu
    Liu, Yang
    Li, Hai-Feng
    [J]. ICNC 2008: FOURTH INTERNATIONAL CONFERENCE ON NATURAL COMPUTATION, VOL 4, PROCEEDINGS, 2008, : 207 - 216